Home/All Tasks

All Tasks

4,818 tasks

Task	Area	Papers	Results
Multi-Armed Bandits Multi-armed bandits refer to a task where a fixed amount of …	Foundations & Efficiency	1,262	2
Quantum Machine Learning	Foundations & Efficiency	699	2
Interpretable Machine Learning The goal of Interpretable Machine Learning is to allow overs…	Foundations & Efficiency	537	2
POS Tagging Part of Speech Tagging	Language & Reasoning	523	2
Cultural Vocal Bursts Intensity Prediction to predict the intensity of 40 culture-specific emotions (10…	Foundations & Efficiency	490	2
Time Series Prediction The goal of Time Series Prediction is to infer the future va…	Time Series & Forecasting	477	2
Speaker Recognition Speaker Recognition is the process of identifying or confirm…	Audio & Speech	435	2
Image Manipulation Image Manipulation is the process of altering or transformin…	Generative Models	427	2
General Knowledge This task aims to evaluate the ability of a model to answer …	Medical & Scientific	399	2
Fault Diagnosis	Time Series & Forecasting	375	2
Cancer Classification	Medical & Scientific	208	2
Multi-hop Question Answering	Language & Reasoning	202	2
Term Extraction Term Extraction, or Automated Term Extraction (ATE), is abou…	Computer Vision	160	2
Conversational Question Answering	Language & Reasoning	142	2
Retrosynthesis Retrosynthetic analysis is a pivotal synthetic methodology i…	Medical & Scientific	110	2
Talking Face Generation Talking face generation aims to synthesize a sequence of fac…	Generative Models	110	2
Motion Detection Motion Detection is a process to detect the presence of any …	Computer Vision	101	2
Intent Recognition	Language & Reasoning	93	2
3D Classification	Computer Vision	79	2
Graph Question Answering	Graphs & Structured Data	78	2
Cloze Test The cloze task refers to infilling individual words.	Language & Reasoning	71	2
Speech Denoising Obtain the clean speech of the target speaker by suppressing…	Audio & Speech	65	2
Attribute Extraction	Language & Reasoning	59	2
Seizure prediction	Medical & Scientific	57	2
Meeting Summarization Generating a summary from meeting transcriptions. A survey f…	Language & Reasoning	53	2
3D human pose and shape estimation Estimate 3D human pose and shape (e.g. SMPL) from images	Computer Vision	50	2
Crop Yield Prediction	Foundations & Efficiency	48	2
Diabetic Retinopathy Grading Grading the severity of diabetic retinopathy from (ophthalmi…	Medical & Scientific	44	2
3D Medical Imaging Segmentation 3D medical imaging segmentation is the task of segmenting me…	Medical & Scientific	41	2
Code Repair	Language & Reasoning	39	2
Weakly Supervised Classification	Foundations & Efficiency	39	2
One-Shot Segmentation ( Image credit: [One-Shot Learning for Semantic Segmentation…	Computer Vision	35	2
Landmark Recognition	Computer Vision	33	2
3D Shape Modeling Image: [Gkioxari et al](https://arxiv.org/pdf/1906.02739v2.p…	Generative Models	28	2
audio-visual event localization	Multimodal & Vision-Language	26	2
Face Anonymization	Generative Models	23	2
Pose Retrieval Retrieval of similar human poses from images or videos	Computer Vision	23	2
Odd One Out This task tests to what extent a language model is able to i…	Language & Reasoning	21	2
Text-to-Code Generation Text-to-Code Generation is a task where we can generate code…	Language & Reasoning	20	2
Next-basket recommendation	Recommendation & Retrieval	18	2
Chinese Spell Checking Chinese Spell Checking (CSC) aims to detect and correct erro…	Language & Reasoning	17	2
Composed Image Retrieval (CoIR) Composed Image Retrieval (CoIR) is the task involves retriev…	Multimodal & Vision-Language	14	2
Infrared image super-resolution Aims at upsampling the IR image and create the high resoluti…	Generative Models	11	2
3D Shape Reconstruction From A Single 2D Image Image: [Liao et al](https://arxiv.org/pdf/1811.12016v1.pdf)	Generative Models	10	2
Music Genre Recognition Recognizing the genre (e.g. rock, pop, jazz, etc.) of a piec…	Audio & Speech	10	2
Optic Cup Segmentation Optic cup segmentation, concentric with optic disc, useful f…	Medical & Scientific	8	2
Skill Mastery	Foundations & Efficiency	8	2
Summarization Summarization is the task of producing a shorter version of …	Language & Reasoning	8	2
Voice pathology detection	Medical & Scientific	8	2
Analogical Similarity	Language & Reasoning	7	2